Michael I. Miller
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Michael I. Miller

Herschel and Ruth Seder Professor of Biomedical Engineering

Professor of Electrical and Computer Engineering

Director, Center for Imaging Science

Biomedical Engineering

Telephone

(410) 516-3826 (office)

Email

mim@cis.jhu.edu

World Wide Web

Homepage

Assistant Information

  • Pam Munkacsy
    Clark 301
    (410) 516-3826
    pam@cis.jhu.edu

    • Awards

    • 2003, January, International Man of the Year, Warrant of Proclamation and Medal of Recognition from the International Biographical Centre, Cambridge CB2 3QP England 2003
    • Plenary Speaker, Society for Mathematical Biology, Knoxville Tennessee June, 2002
    • Honored Member Strathmore's Who's Who 2002 - 2003
    • 21st Century Award for Achievement The International Biographical Centre, Cambridge CB2 3QP, England 2002
    • ISI Essential Science Indicators: Highest Increase in Total Citations in the field of Engineering 2002
    • Outstanding Intellectuals of the 21st Century 2000
    • Herschel and Ruth Seder Professorship in Biomedical Engineering July 01, 2003
    • International Order of Merit October, 2003
    • Universal Award of Accomplishment 2003
    • Presidential Young Investigator Award, N.S.F 1986
    • Johns Hopkins Paul Ehrlich Graduate Student Thesis Award 1983
    • IEEE Biomedical Engineering Thesis Award, First Prize, Tau Beta Pi 1982
    • The Newton R. and Sarah Louisa Glasgow Wilson Professor in Biomedical Engineering, Washington University, St. Louis, MO May, 1995

    Courses

    • Spring 2007
      580.222 Systems and Controls
      Undergraduate Students: 100
    • Spring 2006
      580.222 Systems and Controls
      Undergraduate Students: 88
    • Spring 2005
      580.222 Signals and Systems
      Undergraduate Students: 101
    • Fall 2004
      580.222 Signals and Systems
      Undergraduate Students: 137
    • Spring 2003
      520.644 Pattern Theory
      Graduate Students: 3
    • Spring 2003
      580.222 Signals and Systems
      Undergraduate Students: 150

    Education

    • Ph.D.B.M.E. Biomedical Engineering, Johns Hopkins University, 1984
    • M.S.E.E. Electrical Engineering, Johns Hopkins University, 1979
    • B.S.E.E. Electrical Engineering, State University of New York at Stony Brook, 1976

    Experience

    • Professor, Johns Hopkins University . 1998 - Present
    • Visiting Professor, Brown University. 1994 - Present
    • Herschel and Ruth Seder Chair in Biomedical Engineering, Johns Hopkins University. April 28, 2004 - Present
    • Visiting Professor, Ecole Normale Superieure de Cachan, France . May 27, 2002 - June 15, 2002
    • Visiting Professor, Ecole Normale Superieure de Cachan, France. 2000
    • Visiting Professor, Institut Henri Poincare, France. November, 1998
    • Professor, Washington University St. Louis. 1992 - 1998
    • Visiting Professor, Universite Rene Descartes. November, 1997
    • Associate Professor, Washington University St. Louis. 1986 - 1992
    • Assistant Professor, Washington University St. Louis. 1984 - 1986
    • Research Associate, Washington University St. Louis. 1983 - 1984

    Professional Activities

    • Director, Center for Imaging Science, 1998-Present
    • Fellow of the American Institute for Medical and Biological Engineering, 1998 - Present
    • Member, The Academy of Science of St. Louis
    • Senior Member, IEEE, 1995 - Present
    • Member, Association for Research in Otolaryngology, 1994 - Present
    • Member, Biomedical Engineering Society, 2003-Present
    • Panelist, BIRN All Hands Meeting, Lead Standards and Deliverables Session, October 2003
    • Panelist, P41 PI Meeting, National Institutes of Health, June 2003
    • Panelist, P41 PI Meeting, National Institutes of Health, June 2002
    • Scientific Research Advisor, Medtronics, 1999 - Present
    • Co-Chair, session on ATR Characterization and Metrics, 3rd Workshop on Conventional Weapon ATR, November 1997
    • Scientific Research Advisor, IntelX, 1996 - Present
    • Workshop Organizer, "Pattern-Theoretic Knowledge Representation," NIH, April 1996
    • Visiting Scientist, Geometry Institute, University of Minnesota, August Review Panelist, "Computational Biology," NSF, September 1995
    • Visiting Scientist and Panelist, Office of Naval Research Workshop, "Acquisition and Tracking of Maneuvering Targets from Image Sequence Data," organized by J. Abrahams, May 1995
    • Science Advisor on the Technology of Computational Anatomy, Surgical Navigation Technology, 1994 - Present
    • Scientific Consultant on Image Understanding and Computational Geometry, Wagner Associates, 1994 - 1995
    • Organizer, Information Theory Society, session on Markov Random Fields, November 1994
    • Visiting Scientist and Panelist, "Speech Recognition and Their Image Processing", June 1994
    • Panelist, Army Science Board Meeting, "Target Recognition: Fundamental Metrics," Lincoln Laboratory, July 1994
    • Panelist, Army Research Office, ATR Working Group, organized by R. D. Guenther, May 1994
    • Panelist, Harvard-M.I.T.-Brown Center for Intelligent Control Pattern Theory Group, organized by U. Grenander, January 1994
    • Visiting Scientist, The Newton Institute, "A Year in Computational Vision," Cambridge, England, invited by D. Mumford, October 1993
    • Panelist, Army Research Office Workshop, "The Future of Automated Target Recognition," invited by J. Chandra, November 1993
    • Scientific Consultant, Bell Communications Research, Supercomputing and Networking Group, 1992 - 1994
    • Panelist, NSF Workshop, "Biology and Emerging Technologies," Washington, D.C., October 1992
    • Panelist, DOD Tri-Service Workshop (ONR, ARO, AFOSR), Stochastic Methods in Image Analysis, "Deformable Templates," Adelphi, MD, May 1992
    • Scientific Consultant,  Boeing Corporation, Advanced Concepts and Computing Group, 1991
    • Visiting Scientist, Institút Mittag-Leffler, Stockholm, Sweden, invited by U. Grenander, July 1990
    • Visiting Scientist, Institutó de Caluco, "A Year in Statistics," Rome, Italy, invited by A. Frigessi, June 1990
    • Panelist, IBM-NSF-PYI Workshop, "Stochastic Optimization over Formal Languages on Massively Parallel Processors," IBM Thomas J. Watson Research Center, Yorktown Heights, NY, April 1989
    • Panelist, NSF Computational Engineering Proposal Review Program, Washington, D.C., March 1988

    Presentations

    • Miller, M. I.: The Information Theory for Optimal Aimpoint Selection via Multiple Sensors Office of Naval Research (ONR), Marine Corps Review. Quantico, VA. March 02, 2001. (Invited)
    • Miller, M. I.: Impact of NPACI on Computational Anatomy NPACI All hands Meeting. San Diego, CA. February 27, 2001. (Invited)
    • Miller, M.I.: Plenary Speaker, "Mathematics for Object Recognition Shape, Invariance and Deformations" Luminy, France, ENS de Cachan. November, 1997. (Invited)
    • Miller, M.I.: Invited Speaker, "Image Analysis in Neuroanatomy" 50th Anniversary of the Div. of Applied Mathematics, Current and Future Challenges in the Applications of Mathematics Intl. Symposium. May, 1997. Brown University (Invited)
    • Miller, M.I.: Plenary Speaker, "Computational Anatomy: An Emerging Discipline" The Gordon Conference. Salve Regina, RI. July, 1997. (Invited)
    • Miller, M. I.: On the Metrics and Variational Equations of Computational Anatomy  SIAM Life Sciences 2002. Boston, MA. March 06, 2002. (Invited)
    • Miller, M. I.: Information Theory of Automatic Target Recognition Northrop Grumman Space System Division Seminar. Azusa, CA. January 22, 2002. (Invited)
    • Miller, M.I. & J.T. Ratnanather: Development and Validation of New Tools for Computational Anatomy Conte Center Executive Committee Meeting. JHU. February 12, 2002. (Invited)
    • Miller, M.I. & P. van Zijl: Overview of Resource for Quantitative Functional MRI National Center for Research Resources PI Meeting. Bethesda, MD. June 24, 2002. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline Annual Meeting of the Society for Mathematical Biology and International Conference on Mathematics and Biology. Knoxville, TN. July 13, 2002. Plenary Speaker (Invited)
    • Miller, M.I.: The Euler-Lagrange Equations of Computational Anatomy Reunion Conference for the Geometrically Basded Motions IPAM Program. Lake Arrowhead, CA. September 16, 2002. (Invited)
    • Miller, M.I.: On the Metrics and Euler-Lagrange Equations of Computational Anatomy Image Analysis and Understanding Data from Scientific Experiments. Los Alamos National Laboratory, Los Alamos, NM. December 02, 2002. (Invited)
    • Miller, M. I.: Metrics and Euler-Lagrange Equations of Computional Anatomy CAIP Center Seminar. Rutgers University. February 24, 2003. invited by Dr. Ed Devinney (Invited)
    • Miller, M. I.: Technologies for a Center of Excellence in Homeland Security Mt. Washington Valley Economic Council Talk. North Conway, NH. March 06, 2003. invited by John Bruni (Invited)
    • Miller, M. I.: Metrics and Euler-Lagrange Equations of Computational Anatomy IPAM UCLA Seminar. Los Angeles, CA. April 08, 2003. invited by Song Chun Zhu (Invited)
    • Miller, M. I.: Computational Anatomy: An Emerging Discipline GRASP Laboratory Seminar, Computer Science. University of Pennsylvania. April 10, 2003. invited by James Gee (Invited)
    • Miller, M. I.: Photo/Geo Metric Spaces for Image Analysis ONR PI Meeting. University of Minnesota. May 09, 2003. invited by Dr. Guillermo Sapiro (Invited)
    • Miller, M. I.: The Emerging Discipline of Computational Anatomy Conformal Brain Mapping Meeting. Townsend, TN. May 20, 2003. invited by Ken Stephenson (Invited)
    • Miller, M. I.: Image Analysis in the 21st Century The JASONS Program. San Diego, CA. July 08, 2003. invited by Dr. Robert Henderson (Invited)
    • Miller, M. I.: Computational Anatomy and Models for Image Analysis BC Inverse Problems and Medical Imaging Workshop. Vancouver, BC. August 06, 2003. invited by Dr. John Schotland (Invited)
    • Miller, M. I.: Computational Neuropsychiatry and Computer Vision: Some Applications to Psychiatry JHU Department of Psychiatry Weekly Research Conference. Johns Hopkins University, Baltimore, MD. October 07, 2003. invited by Russell Margolis (Invited)
    • Miller, M. I.: Models for Image Analysis and Computational Anatomy Computational Sciences Lecture Series. University of Wisconsin, Madison, WI. October 30, 2003. invited by Dr. Robert Nowak (Invited)
    • Miller, M. I.: Computational Anatomy and Models for Image Analysis Institute for Systems Research, Seminar. University of Maryland, College Park, MD. November 05, 2003. invited by Dr. P.S. Krishnaprasad (Invited)
    • Miller, M. I.: I-3 Presentation to IBM representatives. Johns Hopkins University, Baltimore, MD. November 11, 2003.
    • Miller, M. I.: Advances in Imaging Sciences The Whitaker Foundation Leadership Award Site Visit. Johns Hopkins University, Baltimore, MD. March 18, 2004. Murray Sachs (Invited)
    • Miller, M. I.: Emerging Field of Computational Anatomy IPAM's Graduate Summer School: Mathematics in Brain Imaging. Los Angeles, CA. July 12, 2004. Invited by Paul Thompson (Invited)
    • Miller, M. I.: Going from Structural Maps to Functional Imagery: Initiatives in DTI and fMRI F.M. Kirby Research Center for Functional Brain Imaging Retreat. Baltimore, MD. October 30, 2004. Dr. Peter van Zijl (Invited)
    • Miller, M. I.: Intel Technology for Imaging Science and Computational Anatomy HPC Roundtable. Portland, OR. March 17, 2004. Dr. David Barkai (Invited)
    • Miller, M.I.: Concept of Biomedical Engineering JHU Biomedical Engineering Retreat. Baltimore, MD. May 23, 2005. Eric Young (Invited)
    • Miller, M.I.: Plenary Talk Morphometry Biomedical Informatics Research Network Spring Conference. Miami Beach, FL. March 02, 2005. Jorge Jovicich (Invited)
    • Miller, M.I.: Results/Challenges in 3D Medical Shape Analysis Statistical Inferences on Shape Manifolds Workshop. Palo Alto, CA. May 06, 2005. David Mumford (Invited)
    • Miller, M.I.: Applications of Computational Anatomy to Mental Illness The Whitaker Foundation Leadership Award Site Visit. Baltimore, MD. March 29, 2005. Murray Sachs (Invited)
    • Miller, M.I.: Informal Talk Shape Analysis Retreat. Baltimore, MD. October 17, 2005. Laurent Younes (Invited)
    • Miller, M.I.: CIS Meets Lincoln Lab ATR Group MIT, Boston, MA. June 18, 1999. (Invited)
    • Miller, M.I.: Metrics and Performance Bounds for ATR Automated Target Recognition Working Group. February, 1999. (Invited)
    • Miller, M.I.: Imaging Science and Engineering, Multi Sensor, Multi-Scale, Multi-Organ JHU, Whitaker Institute, Baltimore, MD. September 08, 1998. (Invited)
    • Miller, M.I.: Workshop on Statistics of Brain Mapping  Universite de Montreal, the Centre de Recherches Mathematiques. June, 1998. Invited by Professor Keith Worsley (Invited)
    • Miller, M.I.: ATR and Image Understanding in the Center for Imaging Science 1998 Annual Review Brown MURI/CIS. Brown University. April 21, 1998. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline Washington University School of Medicine. September, 1997. (Invited)
    • Miller, M.I.: Image Understanding Via Deformable Templates: From Representation to Inference University of Illinois at Champaign-Urbana. May 15, 1997.
    • Miller, M.I.: Fundi, Geodesics and Curves of the Neocortex Human Brain Mapping Meeting. National Institute of Mental Health. May 01, 1997. (Invited)
    • Miller, M.I.: Image Understanding via Computational Anatomy University of Wisconsin-Madison. April 21, 1997. Invited by W.J. Tompkins (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline Stochastic Systems Research Group. MIT, Boston, MA. March 10, 1997. Invited by A.S. Willsky (Invited)
    • Miller, M.I.: Image Understanding Via Deformable Templates: Applications to Computational Anatomy Ohio State University. February 27, 1997. Invited by P.K. Goel (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline - I UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 05, 1997. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline - II UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 19, 1997. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline - III UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 26, 1997. (Invited)
    • Miller, M.I.: Deformable Anatomical Data Bases NSF Grand Challenges Applications Group Meeting. Arlington, VA. August, 1996. (Invited)
    • Miller, M.I.: Deformable Templates: From Representation to Inference Mathematical Theory of Networks and Systems (MTNS)-96. St. Louis, Missouri. June 27, 1996. (Invited)
    • Miller, M.I.: Image Understanding via Deformable Templates Joint Research Conference on Statistics in Quality, Industry and Technology. May 29, 1996. (Invited)
    • Miller, M.I.: Pattern Theory: From Representation to Inference Duke University. October, 1996. (Invited)
    • Miller, M.I.: Markov Random Fields and Random Graphs Information Theory Workshop on Statistics and Information Theory. Washington, D.C.. November, 1996.
    • Miller, M.I.: Image Understanding via Deformable Templates: From Representation to Inference Distinguished Lecture Series in Computer Engineering. University of Texas. November 15, 1996. Invited by J.K. Aggarwal (Invited)
    • Miller, M.I.: Deformable Templates: From Representation to Inference Yale University. November, 1996. Invited by P.N. Belhuemer (Invited)
    • Miller, M.I.: On Mapping the Geometry of the Brain American Science and Engineering Academy Meeting (Session on Brain Imaging). Baltimore, MD. February 09, 1996. Organized by M.E. Raichle (Invited)
    • Miller, M.I.: Image Understanding via Deformable Templates: From Representation to Inference Joint Research Conference on Statistics in Quality, Industry and Technology. Gaithersburg, MD. May, 1996. (Invited)
    • Miller, M.I.: Progress in the Center for Imaging Science: Sensor Variability, Performance Bounds, Clutter, and Complexity First Annual Center for Imaging Science Review. St. Louis, MO. January 16, 1997.
    • Miller, M.I.: Information Bounds for ATR Learning and Vision Recognition Workshop. University of Maryland. October 08, 1997. (Invited)
    • Miller, M.I.: Image Understanding Via Deformable Template: Applications to Computational anatomy, An Emergency Discipline Seminaire D'Ivitiation A La Recherche. ENS, Paris, France. November 24, 1997. (Invited)
    • Miller, M.I.: Large Deformation Diffeomorphisms for Computational Anatomy Human Brain Mapping and Modeling.  San Antonio, Texas. December, 1997. (Invited)
    • Miller, M.I.: Entropies of Context-Free Languages Yale University. April, 1990. (Invited)
    • Miller, M.I.: Massively Parallel Computation for Hierarchical Imaging Systems University of Minnesota. May, 1990. (Invited)
    • Miller, M.I.: Automatic Hypothesis Construction for Global Shape Analysis Workshop on Global Models, Image Analysis. MIT, Boston, MA. May, 1990. Invited by Sanjoy Mitter (Invited)
    • Miller, M.I.: Combinatorics and Entropies of Random Branching Processes and Context Free Languages Bell Laboratories. March, 1991. Invited by L. Shepp (Invited)
    • Miller, M.I.: Jump-Diffusion Algorithms for Automated Hypothesis Generation and Biological Shape Recognition University of Maryland. April, 1991. (Invited)
    • Miller, M.I.: Jump Diffusion Algorithms for Object Identification Beckman Institute, University of Illinois. April, 1991. (Invited)
    • Miller, M.I.: Combinatorics and Entropies of Random Branching Processes and Context Free Languages MIT, Boston, MA. April, 1991. Invited by S.K. Mitter (Invited)
    • Miller, M.I.: Automated Segmentation of Biological Shapes Mathematical Science Lecture Series. Johns Hopkins University. May, 1991. Invited by U. Grenander (Invited)
    • Miller, M.I.: Random Sampling Algorithms Using Jump-Diffusion Processes for Object Discovery Joint Statistical Meeting of the American Statistical Association. August, 1991. Invited by A. Possolo (Invited)
    • Miller, M.I.: Parallel Computation for Image Reconstruction Based on Regularized Maximum-Likelihood American Statistical Association, Interface 91: Computing Science and Statistics. August, 1991. Invited by J. Besag (Invited)
    • Miller, M.I.: Jump-Diffusion Processes for Speech Recognition and Automated Segmentation American Statistical Association, Interface 91: Computing Science and Statistics. August, 1991. Invited by J. Besag (Invited)
    • Miller, M.I.: Shape as Manifolds in 1, 2, and 3-Dimensions Rensselaer Polytechnic Institute. February, 1992. (Invited)
    • Miller, M.I.: Position Paper on Deformable Anatomical Databases Using Pattern Theoretic Methods Visible Human Project Workshop on Whole-Body 3-Dimensional Electronic Imaging of the Human Body. Dayton, OH. March, 1992. (Invited)
    • Miller, M.I.: Jump-Diffusions for Inference of Shape University of Chicago. April, 1992. (Invited)
    • Miller, M.I.: Inference in Parameter Spaces of Varying Dimension Newton Institute, A Year in Computer Vision. Cambridge, England. October, 1993. Invited by D.B. Mumford
    • Miller, M.I.: Model Based Medical Imaging Society for Industrial and Applied Mathematics Mini Symposium on Medical Imaging. San Diego, CA. July, 1994. (Invited)
    • Miller, M.I.: Jump Diffusions for 1, 2, 3-Dimensional Shapes University of Michigan. April, 1996. (Invited)
    • Miller, M.I.: Computational Anatomy for Neuroscience NPACI All-Hands Meeting. San Diego, CA. January 08, 1998. (Invited)
    • Miller, M.I.: The Future of Computational Imaging Science Workshop on Computational Science and Information Technology. Florida State University. November 04, 1999. (Invited)
    • Miller, M.I.: The Future of Medical Imaging Florida State University. March, 1999. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline The First F.M. Kirby Symposium on Functional Brain Imaging. Johns Hopkins University, Baltimore, MD. May, 1999. (Invited)
    • The Future of Computational Imaging Science Donald L. Snyder Workshop. Washington University. January 15, 2000. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline University of Minnesota's Symposium on Brain Imaging. IMA, University of Minnesota. October 13, 2000. (Invited)
    • Miller, M.I.: Pattern Based Computing DARPA Workshop on Future of Pattern Based Computing. San Diego, CA. October 24, 2000.
    • Miller, M.I.: Performance Analysis of Multiple Sensor Systems in Automatic Target Recognition Office of Naval Research MURI Review. Johns Hopkins University, Baltimore, MD. November 10, 2000.
    • Miller, M.I.: Deformable Templates and Image Understanding The Applied Physics Laboratory, JHU. March 03, 2000. (Invited)
    • Miller, M.I.: Computational Anatomy: An Emerging Discipline Symposium on Inference for Stochastic Processes. University of Georgia, Athens, GA. May 12, 2000. (Invited)
    • Miller, M.I.: Information Theory, Image Understanding, Automated Target Recognition DARPA Workshop on Future of Image Analysis. University of Colorado. August 06, 2000. (Invited)
    • Miller, M.I.: The Information Theory of Imaging Science Mathematics and Image Analysis 2000. Ecole Polytechnique, Paris, France. September 27, 2000. (Invited)
    • Miller, M.I.: ATR: Automated Target Recognition Thomson-CSF Research Laboratory, Palaiseau, France. September 28, 2000. (Invited)
    • Miller, M.I.: The Emerging Discipline of Computational Anatomy Computer Surgery. The National Library of Medicine. January 16, 2001. (Invited)
    • Miller, M.I.: Image Understanding  NSF Science and Technology Center Site Review. Rutgers University, NJ. October 10, 2001. (Invited)
    • Miller, M.I.: Pattern Based Computing Santa Rosa Darpa Meeting. Santa Rosa, CA. June 25, 2001. (Invited)
    • Miller, M.I.: Metric Spaces for Clutter Invariant ATR Wright Patterson Air-Force Base. August 08, 2001. (Invited)
    • Miller, M.I.: Computational Anatomy NIH/NIAA Workshop. Bethesda, MD. September 10, 2001. (Invited)
    • Miller, M.I.: Clutter Metrics for ATR Dayton, OH. December 01, 2004. (Invited)
    • Miller, M.I.: Performance and Information Bounds for ATR DARPA ACMP / Signal Processing in 2010 Workshop. Orlando, Florida. April 25, 1997. (Invited)
    • Miller, M.I.: Integrative Image Analysis Institute for Computational Analysis Presentation. Johns Hopkins University, Baltimore, MD. February 20, 2006. Raimond Winslow (Invited)
    • Miller, M.I.: Paths Towards Understanding the Shapes of the Whole Brain IMA Workshop on Shape Spaces. Minneapolis, MN. April 03, 2006. David Mumford and Laurent Younes (Invited)
    • Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms SIAM Annual Meeting. Boston, MA. July 13, 2006. Carlos Castillo-Chavez and Ricardo Cortez (Invited)
    • Miller, M.I.: Informal Talk EP Differentials Workshop. Santa Fe, NM. July 26, 2006. Invited by Darryl Holm and Laurent Younes (Invited)
    • Miller, M.I.: The Emergent Discipline of Computational Anatomy SCI Institute Seminar. Salt Lake City, UT. September 22, 2006. Invited by Chris Johnson (Invited)
    • Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms MBI Workshop. Columbus, OH. September 26, 2006. Raimond Winslow (Invited)
    • Systems and Controls 
    • Miller, M.I.: Shapes in Medical Imaging: Computational Anatomy SAMSI Workshop. Research Triangle Park, NC. July 08, 2007. Invited by Laurent Younes (Invited)
    • Miller, M.I.: Computational Functional Anatomy IPAM Random Space Shapes Workshop. Los Angeles, CA. May 24, 2007. Invited by Paul Thompson (Invited)
    • Miller, M.I.: Computational Functional Anatomy Mathematical Methods for Medical Image Analysis Conference. Banff, Canada. November 05, 2007. Invited by Ghassan Harnarneh (Invited)
    • Miller, M.I.: Project 4 Presentation Cardiovascular Research Grid External Advisory Board Meeting. Johns Hopkins University. October 22, 2007. Invited by Rai Winslow

    Research Interests

    • Image Understanding and Computer Vision
    • Medical Imaging and Computational Anatomy
    • Computational Neuroscience

    Publications: Abstracts

    1. Harms MP, Wang L, Kim J, Thompson PA, Miller MI, Csernansky JG. "Thalamic shape abnormalities in siblings at risk for schizophrenia". Society for Neuroscience Annual Meeting (2006)
    2. Zhang J, Evans AC, Hermoye L, Donohue P, Wakana S, Zhang W, Miller MI, van Zijl PC, Mori S. "Late Development of the Superior Longitudinal Fasciculus Revealed by Diffusion Tensor Imaging (DTI)". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006)
    3. Zhang J, Sheikh KA, Miller MI, Mori S. "Quantitative Characterization of Mouse Calf Muscle Degeneration after Left Sciatic Nerve Axotomy with". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006)
    4. Wang, L., P. Miller, M.H. Gado, D. McKeel, M.I. Miller, J.C. Morris and J.G. Csernansky. "Hippocampal shape abnormalities in early AD: A replication study". Alzheimer's and Dementia 1. 1 Suppl 1 (2005):52-53 (PDF)
    5. Hogan, R.E., K.E. Mark, L. Wang, S. Joshi, M.I Miller, M.E. Bertrand, and R.D. Bucholz. "MR Imaging Deformation-Based Segmentation of the Hippocampus in Patients with Mesial Temporal Sclerosis and Temporal Lobe Epilepsy". Epilepsia 40. Suppl 7 (1999):192 (PDF)
    6. Csernansky, J.G., L. Wang, S. Joshi, M.H. Gado, J. Morris, and M.I. Miller. "Hippocampal deformities detected in schizophrenia and Alzheimer's disease by high dimensional brain mapping". European Neuropsychopharmacology 9. Suppl 5 (1999):268 (PDF)
    7. Bucholz, R.D., A.L. Levy, G.E. Christensen, K.J. Frank, A. Hammoud, J.M. Henderson, S. Joshi, L.L. McDurmont, K.E. Mark, M.I. Miller et al.. "An internet-connected, patient-specific, deformable brain atlas integrated into a surgical navigation system". Clinical Neurology and Neurosurgery 99. Suppl 1 (1997):S32-S33 (PDF)
    8. Csernansky, J.G., J.W. Haller, A. Banerjee, L. Wang , S. Joshi, G.E. Christensen, M. Gado, M.W. Vannier, and M.I. Miller. "A comparison of the hippocampus in schizophrenia and control subjects using automated methods for neuromorphometry". Schizophrenia Research 24. 1-2 (1997):141 (PDF)
    9. Miller, M.I., and M.B. Sachs. "Temporal representation of CV syllables in populations of auditory-nerve fibers". Journal of the Acoustical Society of America 70. Suppl 1 (1981):S9 (PDF)

    Publications: Books

    1. Grenander, U., M. Miller. Pattern Theory from Representation to Inference. Oxford University Press, 2006. (ISBN 0-19-850570-1)
    2. Snyder, D.L., and M.I. Miller. Random Point Processes in Time and Space. Springer-Verlag New York, LLC, 1991. (ISBN 0-387-97577-2)

    Publications: Book Chapters

    1. Srivastava, A., A.D. Lanterman, U. Grenander, M. Loizeaux, and M.I. Miller. "Monte Carlo Techniques for Automated Target Recognition." Sequential Monte Carlo Methods in Practice. Springer-Verlag New York, LLC, 2001. 533-552. (ISBN 0-387-95146-6)
    2. Srivastava, A., M.I. Miller, and U. Grenander. "Bayesian Automated Target Recognition." Handbook of Video and Image Processing. Academic Press (Elsevier Science & Technology Books), 2000. 869-882. (ISBN 0-121-19790-5)
    3. Miller, M.I., S.C. Joshi, and G.E. Christensen. "Large Deformation Fluid Diffeomorphisms for Landmark and Image Matching." Brain Warping. Academic Press (Elsevier Science & Technology Books), 1999. 115-132. (ISBN 0-126-92535-6)
    4. Srivastava, A., M.I. Miller, and U. Grenander. "Ergodic Algorithms on Special Euclidean Groups for ATR." System and Control in the 21st Century. Birkhauser Verlag, 1996. 327-350. (ISBN 0-817-63881-4)
    5. Mark, K.E., M.I. Miller, and U. Grenander. "Constrained Stochastic Language Models." Image Models and their Speech Model Cousins. Springer-Verlag New York, LLC, 1996. 131-140. (ISBN 0-387-94806-6)
    6. Schmich, R.M., and M.I. Miller. "Stochastic Intensity of Neural Spike Discharge Based on Active Channel Dynamics. ." Computational Neuroscience: Trends in Research 1995. Academic Press (Elsevier Science & Technology Books), 1996. 125-130. (ISBN 0-121-21041-3)
    7. Vannier, M.W., M.I. Miller, and U. Grenander. "Modeling and Data Structure for Registration to a Brain Atlas of Multidimensional Images." Functional Neuroimaging: Technical Foundations. Academic Press (Elsevier Science & Technology Books), 1994. 217-221. (ISBN 0-126-85845-4)
    8. Wang, J., M.I. Miller, and A.T. Ogielski. "A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (Part I)." Computation in Neurons and Neural Systems. Springer-Verlag New York, LLC, 1994. 147-152. (ISBN 0-792-39465-8)
    9. Wang, J., M.I. Miller, and A.T. Ogielski. "A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (Part II)." Computation in Neurons and Neural Systems. Springer-Verlag New York, LLC, 1994. 153-158. (ISBN 0-792-39465-8)
    10. Miller, M.I., S.C. Joshi, D.R. Maffitt, J.G. McNally, and U. Grenander. "Membranes, Mitochondria, and Amoebae: 1, 2, and 3 Dimensional Shape Models." Advances in Applied Statistics (Statistics and Images: 2). Carfax Publishing Company, 1994. 141-163. (ISBN 0-902-87945-6)
    11. Snyder, D.L., D.G. Politte, and M.I. Miller. "A Case Study in Statistical Image Processing: Positron Emission Tomography." Spatial Statistics and Imaging. Institute of Mathematical Statistics, 1992. 368-381. (ISBN 0-940-60027-7)
    12. Miller, M.I., D.R. Fuhrmann, J.A. O'Sullivan, and D.L. Snyder. "Maximum-Likelihood Methods for Toeplitz Covariance Estimation and Radar Imaging." Advances in Spectrum Analysis and Array Processing. Prentice Hall Professional Technical Reference, 1989. 145-172. (ISBN 0-130-08574-X)
    13. Karamanos, N., and M.I. Miller. "A New Method for Estimating Stimulus and Refractory Related Functions from Auditory-Nerve Discharges." Basic Issues in Hearing: Proceedings of the Eighth International Symposium on Hearing. Academic Press (Elsevier Science & Technology Books), 1988. 185-195. (ISBN 0-122-23346-8)
    14. Miller, M.I. "Application of Likelihood and Entropy for Toeplitz Constrained Covariance Estimation." Maximum-Entropy and Bayesian Methods in Science and Engineering. Kluwer Academic Publishers, Dordrecht Boston, 1988. 357-362. (ISBN 9-02772-792-9)

    Publications: Journals

    1. Wang, L., D. Mamah, M.P. Harms, M. Karnik, J.L. Price, M.H. Gado, P.A. Thompson, J.D.M. Barch, M.I. Miller, J.G. Csernansky. "Progressive Deformation of Subcortical Brain Structures in Schizophrenia". Archives of General Psychiatry (2008)
    2. Trosset, M.W., C.E. Priebe, Y. Park, M.I. Miller. "Semisupervised Learning from Dissimiliarity Data". Computational Statistics and Data Analysis (2008)
    3. Trosset M.W., C.E. Priebe, Y. Park, M.I. Miller. "Semisupervised learning from dissimilarity data". Computational Statistics & Data Analysis. Elsevier 52 (2008):4643-4657
    4. Qiu, A., L. Younes, and M.I. Miller. "Region of Interest Based Analysis of Cortical Thickness Variation of Left Planum Temporale in Schizophrenia and Psychotic Bipolar Disorder". Human Brain Mapping (2007)
    5. Wang, L., D.Y. Lee, E. Bailey, J.M. Hartlein, M.H. Gado, M.I. Miller, and K.J. Black. "Validity of Large-deformation High Dimensional Brain Mapping of the Basal Ganglia in Adults with Tourette Syndrome". Psychiatry Research: Neuroimaging (2007) (HTML/PDF)
    6. Vaillant, M., A. Qiu, J. Glaunes, and M.I. Miller. "Diffeomorphic Metric Surface Mapping in Subregion of the Superior Temporal Gyrus". NeuroImage 34. 3 (2007):1149-1159 (HTML/PDF)
    7. Wang, L., M. Beg, J. Ratnanather, C. Ceritoglu, L. Younes, J.C. Morris, J.G. Csernansky, and M.I. Miller. "Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer Type". IEEE Transactions on Medical Imaging 26. 4 (2007):462-470 (HTML/PDF)
    8. Wang, L., M Hosakere, JL Trein, JT Ratnanather, DM Barch, PA Thompson, A Qiu, MI Miller, and JG Csernanksy. "Abnormalities of cingulate gyrus neuroanatomy in schizophrenia". Schizophrenia Research 93 (2007):66-78 (HTML/PDF)
    9. Qiu, A, . L. Younes, JT Ratnanather, JG Csernansky, and MI Miller. "Cortical thinning of the cingulate gyrus in schizophrenia ". Schizophrenia Bulletin 33 (2007):352
    10. Qiu, A., L. Younes, L. Wang, S.K. Gillespie, G. Kaplan, J.G. Csernansky, and M.I. Miller. "Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulated gyrus in schizophrenia". NeuroImage (2007) (HTML/PDF)
    11. Ratnanather, J.T., L. Younes, J. Zweck, L. Wang, M. Hosakere, J.G. Csernansky, and M.I. Miller. "Statistical analysis of the surface roughness via local area maps: Application to the cingulate in healthy and schizophrenia subjects". Schizophrenia Bulletin 33 (2007):353
    12. Qiu, A. and M.I. Miller. "The Emerging Discipline of Computational Functional Anatomy". IEEE Transactions Medical Imaging (2007)
    13. Qiu, A., L. Younes, and M.I. Miller. "Intrinsic and Extrinsic Analysis in Computional Anatomy". NeuroImage (2007)
    14. Glaunes, J., A. Qiu, M.I. Miller and L. Younes. "Large Deformation Diffeomorphic Curve Matching". IJCV (2007)
    15. Younes, L., A. Qiu, R.L. Winslow, and M.I. Miller. "Transport of Relational Structures in Groups of Diffeomorphisms". Journal of Mathematical Imaging and Vision (2007)
    16. Huang, H., C. Ceritoglu, X. Li, A. Qui, M.I. Miller, P.C.M. van Zijl, and S. Mori. "Correction of BO-Susceptibility Distortion of SENSE Single-shot EPI-based Diffusion Weighed Images Using Large Deformation Diffeomorphic Metric Mapping". Journal of Magnetic Resonance Imaging (2007)
    17. Munn, M.A., J. Alexopoulos, T. Nishino, C.M. Babb, L.A. Flake, T. Singer, J.T. Ratnanather, H. Huang, R.D. Todd, M.I. Miller, and K.N. Botteron. "Amygdala Volume Analysis in Female Twins with Major Depression". Biol Psychiatry (2007) (HTML/PDF)
    18. Priebe, C., Y. Park, M.I. Miller, K. Botteron, and N. Mohan. "Statistical Analysis of Twin Populations using Dissimilarity Measurements in Hippocampus Shape Space". Journal of Biomedicine and Biotechnology (2007)
    19. Kirwan, C.B., C. Jones, M.I. Miller, C.E.L. Stark. "High Resolution fMRI Investigation of the Medial Temporal Lobe". Human Brain Mapping (2006) (HTML)
    20. Miller, M.I., A Trouve, and L. Younes. "Geodesic Shooting for Computational Anatomy". Journal of Mathematical Imaging and Vision (2006)
    21. Priebe, C.E., M.I. Miller, and J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis 50. 2 (2006):551-567 (HTML/PDF)
    22. Wang, L., J.P. Miller, M.H. Gado, D.W. McKeel, M. Rothermich, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Abnormalities of Hippocampal Surface Structure in Very Mild Dementia of the Alzheimer Type". NeuroImage 30. 1 (2006):52-60 (HTML/PDF)
    23. Qiu, A., B.J. Rosenau, A.S. Greenberg, P. Barta, S. Yantis, and M.I. Miller. "Estimating Linear Cortical Magnification in Human Primary Visual Cortex via Dynamic Programming". NeuroImage 31. 1 (2006):125-138 (HTML/PDF)
    24. Lanterman, A.D., D.L. Snyder, and M.I. Miller. "Extension of Good's Roughness for Maximum Penalized-Likelihood Estimation for Emission Tomography". IEEE Transactions on Medical Imaging (2006)
    25. Qiu, A., D. Bitouk, and M.I. Miller. "Smooth Functional and Structural Maps on the Neocortex Via Orthonormal Bases of the Laplace-Beltrami Operator". IEEE Transactions on Medical Imaging 25. 10 (2006):1296-1306 (PDF)
    26. Helm, P.A., L. Younes, M.F. Beg, D.B. Ennis, C. Leclercq, O.P. Faris, E. McVeigh, D. Kass, M.I. Miller, and R.L. Winslow. "Evidence of Structural Remodeling in the Dyssynchronous Failing Heart.". Circulation Research 98. 1 (2006):125-132 (PDF)
    27. Bitouk, D., M.I. Miller, and L. Younes. "Clutter Invariant ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 27. 5 (2005):817-821 (PDF)
    28. Csernansky, J.G., L. Wang, J.S. Swank, J.P. Miller, M.H. Gado, D.W. McKeel, M.I. Miller, and J.C. Morris. "Preclinical Detection of Alzheimer's Disease: Hippocampal Shape and Volume Predicts Dementia Onset in the Elderly". NeuroImage 25. 3 (2005):783-792 (HTML/PDF)
    29. Miller, M.I., M.F. Beg, C. Ceritoglu, and C. Stark. "Increasing the Power of Functional Maps of the Medial Temporal Lobe by Using Large Deformation Diffeomorphic Metric Mapping". Proceedings of the National Academy of Sciences 102. 27 (2005):9685-9690 (HTML/PDF)
    30. Huang, H., J. Zhang, H. Jiang, S. Wakana, L. Poetscher, M.I. Miller, P. van Zijl, A.E. Hillis, R. Wytik., and S. Mori. "DTI Tractography Based Parcellation of White Matter: Application to the Mid-sagittal Morphology of Corpus Callosum". NeuroImage 26. 1 (2005):195-205 (HTML/PDF)
    31. Zhang, J., M.I. Miller, C. Plachez, L.J. Richards, P. Yarowsky, P. van Zijl, and S. Mori. "Mapping Postnatal Mouse Brain Development with Diffusion Tensor Microimaging". NeuroImage 26. 4 (2005):1042-1051 (HTML/PDF)
    32. Barta, P., M.I. Miller, and A. Qiu. "A Stochastic Model for Studying the Laminar Structure of Cortex from MRI". IEEE Transactions on Medical Imaging 24. 6 (2005):728-743 (PDF)
    33. Beg, M.F., M.I. Miller, A. Trouve, and L. Younes. "Computing Large Deformation Metric Mapping via Geodesic Flows of Diffeomorphisms". International Journal of Computer Vision 61. 2 (2005):139-157 (PDF)
    34. Cao, Y., M.I. Miller, R.L. Winslow, and L. Younes. "Large Deformation Diffeomorphic Metric Mapping of Vector Fields". IEEE Transactions on Medical Imaging 24. 9 (2005):1216-1230 (PDF)
    35. Helm, P., M.F. Beg, M.I. Miller, and R.L. Winslow. "Measuring and Mapping Cardiac Fiber and Laminar Architecture Using Diffusion Tensor MR Imaging". Annals of the New York Academy of Sciences 1047 (2005):296-307 (HTML/PDF)
    36. Zhang, J., Y.B. Chen, J.M. Hardwick, M.I. Miller, C. Plachez, L.J. Richards, P. Yarowsky, P. van Zijl, and S. Mori. "Magnetic Resonance Diffusion Tensor Microimaging Reveals a Role for Bcl-x in Brain Development and Homeostasis". Journal of Neuroscience 25. 8 (2005):1881-1888 (HTML/PDF)
    37. Csernansky, J.G., M.K. Schindler, N.R. Splinter, L. Wang, M. Gado, L.D. Selemon, D. Rastogi-Cruz, J.A. Posener, P.A. Thompson, and M.I. Miller. "Abnormalities of Thalamic Volume and Shape in Schizophrenia". The American Journal of Psychiatry 161 (2004):896-902 (HTML/PDF)
    38. Vaillant, M., M.I. Miller, L. Younes, and A. Trouve. "Statistics on diffeomorphisms via tangent space representations". NeuroImage 23. Suppl 1 (2004):S161-S169 (HTML/PDF)
    39. Glaunes, J., M. Vailliant, and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms on the Sphere". Journal of Mathematical Imaging and Vision 20 (2004):179-200 (PDF)
    40. Ratnanather, J.T., L. Wang, M.B. Nebel, M. Hosakere, X. Han, J.G. Csernansky, and M.I. Miller. "Validation of Semiautomated Methods for Quantifying Cingulate Cortical Metrics in Schizophrenia". Psychiatry Research: Neuroimaging 132. 1 (2004):53-68 (HTML/PDF)
    41. Beg, M.F., P.A. Helm, E. McVeigh, M.I. Miller, and R.L. Winslow. "Computational cardiac anatomy using MRI". Magnetic Resonance in Medicine 52. 5 (2004):1167-1174 (HTML/PDF)
    42. Miller, M.I.. "Computational anatomy: shape, growth, and atrophy comparison via diffeomorphisms". NeuroImage 23. Suppl 1 (2004):S19-S33 (HTML/PDF)
    43. Csernansky, J.G., L. Wang, S.C. Joshi, J.T. Ratnanather, and M.I. Miller. "Computational anatomy and neuropsychiatric disease: probabilistic assessment of variation and statistical inference of group difference, hemispheric asymmetry, and time-dependent change". NeuroImage 23. Suppl 1 (2004):S56-S68 (HTML/PDF)
    44. Ratnanather, J.T., P.E. Barta, N.A. Honeycutt, N.G. Lee, H.M. Morris, A.C. Dziorny, M.K. Hurdal, G.D. Pearlson, and M.I. Miller. "Dynamic Programming Generation of Boundaries of Local Coordinatized Submanifolds in the Neocortex: Application to the Planum Temporale". NeuroImage 20. 1 (2003):359-377 (HTML/PDF)
    45. Tepest, R., L. Wang, M.I. Miller, P. Falkai, and J.G. Csernansky. "Hippocampal Deformities in the Unaffected Siblings of Schizophrenia Subjects". Biological Psychiatry 54. 11 (2003):1234-1240 (HTML/PDF)
    46. Posener, J.A., L. Wang, J.L. Price, M.H. Gado, M.A. Province, M.I. Miller, C.M. Babb, and J.G. Csernansky. "High-Dimensional Mapping of the Hippocampus in Depression". The American Journal of Psychiatry 160 (2003):83-89 (HTML/PDF)
    47. Wang, L., J.S. Swank, I.E. Glick, M.H. Gado, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Changes in Hippocampal Volume and Shape Across Time Distinguish Dementia of the Alzheimer Type from Healthy Aging". NeuroImage 20. 2 (2003):667-682 (HTML/PDF)
    48. Miller, M.I., M. Hosakere, A.R. Barker, C.E. Priebe, N. Lee, J.T. Ratnanather, L. Wang, M. Gado, J.C. Morris, and J.G. Csernansky. "Labeled cortical mantle distance maps of the cingulate quantify differences between dementia of the Alzheimer type and healthy aging". Proceedings of the National Academy of Sciences 100. 25 (2003):15172-15177 (HTML/PDF)
    49. Srivastava, A., U. Grenander, G.R. Jensen, and M.I. Miller. "Jump-Diffusion Markov Processes on Orthogonal Groups for Object Recognition". Journal of Statistical Planning and Inference 103. 1-2 (2002):15-37 (HTML/PDF)
    50. Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran. "Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data". IEEE Transactions on Pattern Analysis and Machine Intelligence 24. 9 (2002):1153-1166 (PDF)
    51. Miller, M.I., A. Trouve and L. Younes. "On the Metrics and Euler-Lagrange Equations of Computational Anatomy". Annual Review of Biomedical Engineering 4 (2002):375-405 (HTML/PDF/Supplement)
    52. Csernansky, J.G., L. Wang, D. Jones, D. Rastogi-Cruz, J.A. Posener, G. Heydebrand, J.P. Miller, and M.I. Miller. "Hippocompal Deformities in Schizophrenia Characterized by High Dimenstional Brain Mapping". The American Journal of Psychiatry. 159 (2002):2000-2006 (HTML/PDF)
    53. Ratnanather, J.T., K.N. Botteron, T. Nishino, A.B. Massie, R.M. Lal, S.G. Patel, S. Peddi, R.D. Todd, and M.I. Miller. "Validating Cortical Surface Analysis of Medial Prefrontal Cortex". NeuroImage 14. 5 (2001):1058-1069 (PDF)
    54. Miller, M.I., and L. Younes. "Group Actions, Homeomorphisms, and Matching: A General Framework". International Journal of Computer Vision 41. 1-2 (2001):61-84 (PDF)
    55. O'Sullivan, J.A., M.D. DeVore, V. Kedia, and M.I. Miller. "SAR ATR Performance Using a Conditionally Gaussian Model". IEEE Transactions on Aerospace and Electronic Systems 37. 1 (2001):91-108 (PDF)
    56. Wang, L., S.C. Joshi, M.I. Miller, and J.G. Csernansky. "Statistical Analysis of Hippocampal Asymmetry in Schizophrenia". NeuroImage 14. 3 (2001):531-545 (PDF)
    57. Van Essen, D.C., J.W. Lewis, H.A. Drury, N. Hadjikhani, R.B.H. Tootell, M. Bakircioglu, and M.I. Miller. "Mapping Visual Cortex in Monkeys and Humans using Surface-based Atlases". Vision Research 41. 10-11 (2001):1359-1378 (HTML/PDF)
    58. Miller, M.I., A.B. Massie, J.T. Ratnanather, K.N. Botteron, and J.G. Csernansky. "Bayesian Construction of Geometrically Based Cortical Thickness Metrics". NeuroImage 12. 6 (2000):676-687 (PDF)
    59. Shusterman, E., M.I. Miller, and B. Rimoldi. "Rate-Distortion Theory Applied to Automatic Object Recognition ". IEEE Transactions on Information Theory 46. 5 (2000):1921-1927 (PDF)
    60. Cooper, M.L., and M.I. Miller. "Information Measures for Object Recogntion Accomodating Signature Variability". IEEE Transactions on Information Theory 46. 5 (2000):1896-1907 (PDF)
    61. Joshi, S.C., and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms". IEEE Transactions on Image Processing 9. 8 (2000):1357-1370 (PDF)
    62. Grenander, U., A. Srivastava, and M.I. Miller. "Asymptotic Performance Analysis of Bayesian Target Recognition". IEEE Transactions on Information Theory 46. 4 (2000):1658-1665 (PDF)
    63. Lanterman, A.D., U. Grenander, and M.I. Miller. "Bayesian Segmentation via Asymptotic Partition Functions". IEEE Transactions on Pattern Analysis and Machine Intelligence 22. 4 (2000):337-347 (PDF)
    64. Hogan, R.E., K.E. Mark, L. Wang, S. Joshi, M.I. Miller, and R.D. Bucholz. "Mesial Temporal Sclerosis and Temporal Lobe Epilepsy: MR Imaging Deformation-based Segmentation of the Hippocampus in Five Patients". Radiology 216. 1 (2000):291-297 (HTML/PDF)
    65. Csernansky, J.G., L. Wang, S. Joshi, J.P. Miller, M.H. Gado, D. Kido, D. McKeel, J.C. Morris, and M.I. Miller. "Early DAT is distinguished from aging by high-dimensional mapping of the hippocampus. Dementia of the Alzheimer type.". Neurology 55. 11 (2000):1636-1643 (HTML/PDF)
    66. Csernansky, J.G., L. Wang, S.C. Joshi, M.H. Gado, J.C. Morris, and M.I. Miller. "A Computerized Brain Mapping Method for Detailed Analyses of Neuroanatomical Shapes and Volumes". International Journal of Psychopharmacology 3. Suppl 1 (2000):S379
    67. Lanterman, A., J.A. O'Sullivan, and M.I. Miller. "Kullback-Lieber Distances for Quantifying Clutter and Models". Optical Engineering 38. 12 (1999):2134-2146 (PDF)
    68. Joshi, M., J. Cui, K. Doolittle, S. Joshi, D. Van Essen, L. Wang. and M.I. Miller. "Brain Segmentation and the Generation of Cortical Surfaces". NeuroImage 9. 5 (1999):461-476 (PDF)
    69. Grenander, U., and M.I. Miller. "Computational Anatomy: An Emerging Discipline". Quarterly of Applied Mathematics 56. 4 (1998):617-694
    70. Dupuis, P., U. Grenander, and M.I. Miller. "Variational Problems on Flows of Deffeomorphisms for Image Matching". Quarterly Journal of Applied Mathematics (1998):587-600
    71. Khaneja, N., M.I. Miller, and U. Grenander. "Dynamic Programming Generation of Curves on Brain Surfaces". IEEE Transactions on Pattern Analysis and Machine Intelligence 20. 11 (1998):1260-1265 (PDF)
    72. Csernansky, J.G., S. Joshi, L. Wang, J.W. Haller, M. Gado, J.P. Miller, U. Grenander, and M.I. Miller. "Hippocampal Morphometry in Schizophrenia by High Dimensional Brain Mapping". Proceedings of the National Academy of Sciences 95. 19 (1998):11406-11411 (HTML/PDF)
    73. Grenander, U., M.I. Miller, and A. Srivastava. "Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 20. 8 (1998):790-802 (PDF)
    74. Van Essen, D.C., H.A. Drury, S. Joshi, and M.I. Miller. "Functional and Structural Mapping of the Human Cerebral Cortex: Solutions are in the Surfaces". Proceedings of the National Academy of Sciences 95. 3 (1998):788-795 (HTML/PDF)
    75. Csernansky, J.G, L. Wang, D. Kido, M. Gado, J.G. Morris, and M.I. Miller. "Hippocampal Morphometry in Dementia of the Alzheimer Type by Computer Algorithm". Society of Neuroscience Abstracts 24. 264 (1998)
    76. Bakircioglu, M.M., U. Grenander, N. Khaneja, and M.I. Miller. "Curve matching on brain surfaces using frenet distances". Human Brain Mapping 6. 5-6 (1998):329-333 (PDF)
    77. Schmich, R.M., and M.I. Miller. "Stochastic Threshold Characterization of the Intensity of Active Channel Dynamical Action Potential Generation". The American Physiological Society (1997):2616-2630
    78. Christensen, G.E., S.C. Joshi, and M.I. Miller, . "Volumetric Transformation of Brain Anatomy". IEEE Transactions on Medical Imaging 16. 6 (1997):864-877 (PDF)
    79. Lanterman, A, M.I. Miller, D.L. Snyder. "General Metropolis-Hastings Jump Diffusions for Automatic Target Recognition in Infrared Scenes". Journal of Optical Engineering 36. 4 (1997):1123-1137 (PDF)
    80. Joshi, S., M.I. Miller, and U.Grenander. "On the Geometry and Shape of Brain Sub-Manifolds". Internationational Journal of Pattern Recognition and Artificial Intelligence 11. 8 (1997):1317-1343 (PDF)
    81. Miller, M.I., U. Grenander, J.A. Sullivan, and D.L. Snyder. "Automatic Target Recognition Organized via Jump-Diffusion Algorithms". IEEE Transactions on Image Processing 6. 1 (1997):157-174 (PDF)
    82. Miller, M.I., A. Banerjee, G. Christensen, S. Joshi, N. Khaneja, U. Grenander, and L. Matejic. "Statistical Methods in Computational Anatomy". Statistical Methods in Medical Research 6. 3 (1997):267-299 (PDF)
    83. Christensen, G., R.D. Rabbitt, and M.I. Miller. "Deformable Templates Using Large Deformation Kinematics". IEEE Transactions on Image Processing 5. 10 (1996):1435-1447 (PDF)
    84. Christensen, G.E., M.I. Miller, M.W. Vannier, and U. Grenander. "Individualizing Neuro-anatomical Atlases Using a Massively Parallel Computer". Computer 29. 1 (1996):32-38 (PDF)
    85. Grenander, U., and M.I. Miller. "Computational Anatomy: An Emerging Discipline". Statistical Computing and Graphics 7. 3 (1996):1-8 (PDF)
    86. Haller, J.W., G.E. Christensen, S.C. Joshi, J.W. Newcomer, M.I. Miller, J.G. Csernansky and M.W. Vannier. "Hippocampal MR imaging morphometry by means of general pattern matching". Radiology 199 (1996):787-791 (Abstract)
    87. Srivastava, A., M.I. Miller, and U. Grenander. "Multiple Target Direction of Arrival Tracking". IEEE Transactions on Signal Processing 43. 5 (1995):1282-1285 (PDF)
    88. Miller, M.I., A. Srivastava, and U. Grenander. "Conditional-mean Estimation via Jump-diffusion Processes in Multiple Target Tracking/Recognition". IEEE Transactions on Signal Processing 43. 11 (1995):2678-2690 (PDF)
    89. Schaewe, T.J., and M.I. Miller. "Parallel Algorithms for Maximum A Posteriori Estimation of Spin Density and Spin-spin Decay in Magnetic Resonance Imaging". IEEE Transactions on Medical Imaging 14. 2 (1995):362-373 (PDF)
    90. Miller, M.I., T.J. Schaewe, C.S. Bosch, and J.J.H. Ackerman. "Model-Based Maximum-Likelihood Estimation for Phase- and Frequency-Encoded Magnetic-Resonance-Imaging Data". Journal of Magnetic Resonance, Series B 107. 3 (1995):210-221 (PDF)
    91. Grenander, U., and M.I. Miller. "Representations of knowledge in complex systems". Journal of the Royal Statistical Society. Series B (Methodological) 56. 4 (1994):549-603 (PDF/TIFF)
    92. Turmon, M.J., and M.I. Miller. "Maximum-likelihood Estimation of Complex Sinusoids and Toeplitz Covariances". IEEE Transactions on Signal Processing 42. 5 (1994):1074-1086 (PDF)
    93. Christensen, G.E., R.D. Rabbitt, and M.I. Miller. "3D Brain Mapping using a Deformable Neuroanatomy". Physics in Medicine and Biology 39 (1994):609-618 (PDF)
    94. Butler, C.S., M.I. Miller, T.R. Miller and J.W. Wallis. "Massively Parallel Computers for 3-D Single-Photon Emission Computed Topography". Physics in Medicine and Biology 39 (1994):575-582 (PDF)
    95. Miller, M.I., S.C. Chen, D.A. Kuefler, and A.D. Davignon. "Maximum Likelihood and the EM Algorithm for 2D NMR Spectroscopy". Journal of Magnetic Resonance, Series A 104. 3 (1993):247-257 (PDF)
    96. Chen, S.C., T.J. Schaewe, R.S. Teichman, M.I. Miller, S.N. Nadel, and A.S. Greene. "Parallel Algorithms for Maximum-Likelihood Nuclear Magnetic Resonance Spectroscopy". Journal of Magnetic Resonance, Series A 102. 1 (1993):16-23 (PDF)
    97. Miller, M.I., and C.S. Butler. "3-D Maximum A Posteriori Estimation for Single Photon Emission Computed Tomography on Massively-parallel Computers". IEEE Transactions on Medical Imaging 12. 3 (1993):560-565 (PDF)
    98. Butler, C.S., and M.I. Miller. "Maximum A Posteriori Estimation for SPECT using Regularization Techniques on Massively Parallel Computers". IEEE Transactions on Medical Imaging 12. 1 (1993):84-89 (PDF)
    99. Miller, M.I., G.E. Christensen, Y. Amit, and U. Grenander. "Mathematical Textbook of Deformable Neuroanatomies". Proceedings of the National Academy of Sciences 90. 24 (1993):11944-11948 (PDF)
    100. Joshi, S.C., and M.I. Miller. "Maximum A Posteriori Estimation with Good's Roughness for Three-Dimensional Optical-Sectioning Microscopy". Journal of the Optical Society of America A 10. 5 (1993):1078-1085 (PDF)
    101. Amit, Y., and M.I. Miller. "Large deviations for coding Markov chains and Gibbs random fields". IEEE Transactions on Information Theory 39. 1 (1993):109-118 (PDF)
    102. Miller, M.I., and J. Wang. "A new stochastic model for auditory-nerve discharge". Journal of the Acoustical Society of America 94. 4 (1993):2093-2107 (PDF)
    103. Miller, M.I., and J.A. O'Sullivan. "Entropies and Combinatorics of Random Branching Processes and Context-free Languages". IEEE Transactions on Information Theory 38. 4 (1992):1292-1310 (PDF)
    104. Amit,Y., and M.I. Miller. "Large Deviations for the Asymptotics of Ziv-Lempel Codes for 2-D Gibbs Fields". IEEE Transactions on Information Theory 38. 4 (1992):1271-1275 (PDF)
    105. Roysam, B., D.R. Maffitt, M.I. Miller, J.E. Saffitz, and L.J. Thomas. "A personal computer based implementation of the maximum-likelihood method of analysis of electron microscope autoradiographs". Microscopy Research and Technique 20. 1 (1992):73-86 (PDF)
    106. Roysam, B., and M.I. Miller. "Combining stochastic and syntactic processing with analog computation methods". Digital Signal Processing 2. 2 (1992):48-64 (PDF)
    107. Preza, C., M.I. Miller, L. Thomas Jr., and J.G. McNally. "Regularized Linear Method for Reconstruction of Three-Dimensional Microscopic Objects from Optical Sections". Journal of the Optical Society of America A 9. 2 (1992):219-228 (PDF)
    108. Miller, M.I., and K.E. Mark. "A statistical study of cochlear nerve discharge patterns in response to complex speech stimuli". Journal of the Acoustical Society of America 92. 1 (1992):202-209 (PDF)
    109. Mark, K.E., and M.I. Miller. "Bayesian model selection and minimum description length estimation of auditory-nerve discharge rates". Journal of the Acoustical Society of America 91. 2 (1992):989-1002 (PDF)
    110. Miller M.I., B. Roysam, K.R. Smith, and J.A. O'Sullivan. "Representing and Computing Regular Languages on Massively Parallel Networks". IEEE Transactions on Neural Networks 2. 1 (1991):56-72 (PDF)
    111. McCarthy, A.W., and M.I. Miller. "Maximum Likelihood SPECT in Clinical Computation Times using Mesh-connected Parallel Computers". IEEE Transactions on Medical Imaging 10. 3 (1991):426-436 (PDF)
    112. Miller, M.I., and B. Roysam. "Bayesian Image Reconstruction for Emission Tomography Incorporating Good's Roughness Prior on Massively Parallel Processors". Proceedings of the National Academy of Sciences 88. 8 (1991):3223-3227 (PDF)
    113. Miller, M.I., and D.R. Fuhrmann. "Maximum-likelihood Narrow-band Direction Finding and the EM Algorithm". IEEE Transactions on Acoustics, Speech and Signal Processing 38. 9 (1990):1560-1577 (PDF)
    114. Chornoboy, E.S., C.J. Chen, M.I. Miller, T.R. Miller, and D.L. Snyder. "An Evaluation of Maximum Likelihood Reconstruction for SPECT". IEEE Transactions on Medical Imaging 9. 1 (1990):99-110 (PDF)
    115. Snyder, D.L., J.A. O'Sullivan, and M.I. Miller. "The use of Maximum Likelihood Estimation for Forming Images of Diffuse Radar Targets from Delay-Doppler Data". IEEE Transactions on Information Theory 35. 3 (1989):536-548 (PDF)
    116. Miller, M.I., and A.S. Greene. "Maximum-likelihood estimation for nuclear magnetic resonance spectroscopy". Journal of Magnetic Resonance 83. 3 (1989):525-548 (PDF)
    117. Fuhrmann, D.R., and M.I. Miller. "On the Existence of Positive-definite Maximum-likelihood Estimates of Structured Covariance Matrices". IEEE Transactions on Information Theory 34. 4 (1988):722-729 (PDF)
    118. Fuhrmann, D.R., M.A. Brown, M.I. Miller, B. Roysam, J.E. Saffitz, and L.J. Thomas Jr.. "Data acquisition system for maximum-likelihood analysis of electron microscopic autoradiographs". Journal of Electron Microscopy Technique 7. 3 (1987):199-204 (PDF)
    119. Snyder, D.L., M.I. Miller, L.J. Thomas Jr., and D.G. Politte. "Noise and Edge Artifacts in Maximul-Likelihood Reconstructions for Emission Tomography". IEEE Transactions on Medical Imaging MI-6. 3 (1987):220-227
    120. Miller, M.I., B. Roysam, J.E. Saffitz, K.B. Larson, D. Fuhrmann, and L.J. Thomas Jr.. "A New Method for the Analysis of Electron Microscopic Autoradiographs". Biotechniques 5. 4 (1987):322-328 (Abstract)
    121. Miller, M.I., P.E. Barta, and M.B. Sachs. "Strategies for the representation of a tone in background noise in the temporal aspects of the discharge patterns of auditory-nerve fibers". Journal of the Acoustical Society of America 81.